Date: 08 October 2020 Topic: Distinct Count for Power BI Abstract: Report measures that use distinct count can often be the slowest metric in any BI tool. This session will explain why this is the case and walk through a series of way to speed up these calculations in Power BI. Trainer/Speaker: Philip Seamark
Date: 08 October 2020 Topic: How does Azure Cosmos DB Work Under The Hood? Abstract: If you are interested in learning more about Spatial Data but don’t know where to start, this session is for you. We will begin by focusing on what Spatial Data is through examples and interactive demo’s. The goal is to [...]
Date: 08 October 2020 Topic: Building Analytics Solutions Faster with Azure Synapse Analytics Abstract: Many Analytics POCs fail simply due to the complexity of even basic tasks. Now as enterprises move from traditional data warehousing to incorporating big data the challenges have multiplied. This session will should how Azure Synapse bridges the world of data [...]
Date: 08 October 2020 Topic: Azure Digital Twins in a Nutshell Abstract: Digital twins make it possible to simulate, analyze and test scenarios digitally, before implementing changes in the real world.There are already huge advantages in being able to digitally monitor and control physical objects near or far and at any time. It also possible [...]
Date: 08 October 2020 Topic: Getting Started with Azure Synapse Analytics Abstract: What started as Azure SQL Data Warehouse, has now evolved into an all-encompassing analytics development service. Microsoft took the power of the MPP database engine of SQL DW and added more powerful capabilities, full big data integration as well as an integrated authoring [...]
Date: 08 October 2020 Topic: Art of Feature Engineering- For Machine Learning Abstract: The most challenging area of machine learning are Data acquisition, Feature extraction, Feature Selection.Almost in all data science project, 80% of time people spend in Data acquisition and Feature engineering.There is no silver bullet to do feature engineering, We have several tools [...]
Date: 08 October 2020 Topic: Real Life Machine Learning projects – advanced linear regression considerations Abstract: I would like to show you the concept of linear regression in real life implementation. The algorithm is simple but has more advanced concepts like Lasso and Ridge regularization, model selection and R squared adjusted. This is easy to [...]
Date: 08 October 2020 Title: DPG Virtual Symposium Azure Analytics & Artificial Intelligence 2020 Welcome Note Speaker: Amit Bansal
Date: 08 May 2019 Title: Azure SQL: What to use when Abstract: In this session, you'll learn from a member of the Microsoft Product Group the different options for your SQL deployments in Azure. After this session, you should be able to: Articulate the key differentiators between SQL Server on-prem, in an Azure VM, in [...]
Date: 08 May 2019 Title: Persistent Memory and Hybrid Buffer Pool – The good, bad and ugly Abstract: SQL Server 2019 has a new feature called Hybrid Buffer Pool. The ability of placing database files into "Memory" that does not lose its content in case of a power outage. This session will explore how this [...]
